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Build vs Buy: Choosing the Right Strategy for Data Acquisition

Bhagyashree
Bhagyashree
in-house vs outsourced data acquisition

Let’s skip the buzzwords and get to the question you’re probably already wrestling with: Should we build our own data acquisition system, or should we outsource it? Every company that’s using data runs into this decision. You need web data—product prices, competitor listings, reviews, job postings, news updates, you name it—and you need it in […]

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Screen Scraping: The Legal Landscape and Ethical Boundaries You Need to Know

Bhagyashree
Bhagyashree
legal and compliance risks of screen scraping

You’re staring at a dashboard full of useful data. Maybe it’s a competitor’s price list, a bunch of job listings, or transaction history behind a login. The data is right there on the screen—but there’s no download button, no export, no API. So what do you do? You could copy-paste it line by line, but […]

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Building a Facebook Scraper in Python: Scraping Facebook Marketplace Data the Smart Way

Bhagyashree
Bhagyashree
Facebook Marketplace scraper built using Python

Facebook Marketplace has quietly evolved into one of the largest and most dynamic online buying and selling platforms in the world. With over 1 billion monthly users on Facebook Groups and Marketplace combined, it’s not just casual sellers posting second-hand furniture anymore, it’s a hotbed of pricing trends, product demand signals, and hyper local commerce. […]

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How Cars Data & Analytics Drives the Automobile Industry Forward

Bhagyashree
Bhagyashree
how cars data help with analytics for automobile industry

Cars aren’t just machines anymore. They’re computers on wheels. And with every trip, they’re collecting loads of information, speed, fuel efficiency, tire pressure, GPS movement, driver habits, and more. That pile of numbers? It’s what the industry now calls cars data, and it’s quickly becoming the thing that separates the leaders from the ones just […]

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Scraping Google News Like a Pro: Ethical, Efficient, and Effective Techniques You Need to Know

Bhagyashree
Bhagyashree
Web scraping Google News for real-time media monitoring

Nobody today has time to manually scan through Google News all day. Headlines change by the minute, new stories break around the clock, and if you blink, you miss something big. For anyone working in media, finance, marketing, or competitive intelligence, that’s a problem. That’s where scraping Google News comes in. Done right, it gives […]

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Why Perplexity AI Isn’t Your Best Bet for Web Scraping: Risks, Gaps & Better Alternatives

Bhagyashree
Bhagyashree
Why Perplexity AI fails at structured web scraping

Why Are People Turning to Perplexity AI for Web Scraping? Perplexity AI has quickly gained popularity as a conversational search engine. It feels smart, intuitive, and fast, almost like talking to a research assistant that brings you answers in seconds. Many users, especially those working in data and tech, are now experimenting with using Perplexity […]

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How to Use Web Scraper Chrome Extension to Extract Data

Karan Sharma
Karan Sharma
Web Scraper Chrome Extension

**TL;DR** The Web Scraper Chrome extension lets you collect structured data right from your browser with no code required. Install it, build a sitemap (a crawl plan), select the data you need, and export it as CSV or JSON. It’s great for small research projects, marketing intelligence, and testing data feasibility before scaling to managed […]

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Step-by-Step Guide to Build a Web Crawler

Karan Sharma
Karan Sharma
Step-by-Step Guide to Build a Web Crawler

**TL;DR** A web crawler is software that visits pages, follows links, and collects structured data so you can search it, analyze it, or feed it into apps. You start with seed URLs, fetch HTML, extract links and content, store results, then repeat without overloading sites. For a first build, choose a simple stack like Python […]

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Web Data Crawling vs Web Data Scraping

Karan Sharma
Karan Sharma
Web Data Crawling vs Web Data Scraping

**TL;DR** Crawling and scraping are often mistaken for the same process, but they play very different roles in web data extraction. Crawling focuses on discovering and indexing web pages, while scraping targets specific information within those pages. In modern data ecosystems, both are used together: crawlers map the web, and scrapers extract the structured data […]

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From Streams to Stats: How to Scrape Twitch for Competitive Gaming Insights

Bhagyashree
Bhagyashree
Twitch data scraping

Picture this: it’s a Saturday night, and over 6 million people are watching live game streams on Twitch. Some are following their favorite eSports team in a tournament; others are chatting about the newest battle royale release, while streamers break down its mechanics in real time. This isn’t just casual entertainment—it’s a pulse check on […]

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